diff --git a/requirements/framework.txt b/requirements/framework.txt
index d0d5c6aa3..bb29f2f71 100644
--- a/requirements/framework.txt
+++ b/requirements/framework.txt
@@ -4,10 +4,12 @@ aiohttp
 attrdict
 binpacking
 dacite
+datasets>=3.0
 einops
 importlib_metadata
 jieba
 matplotlib
+modelscope[datasets]>=1.19
 nltk
 numpy<2.0
 oss2
diff --git a/setup.py b/setup.py
index 51b900624..3d70a89fa 100644
--- a/setup.py
+++ b/setup.py
@@ -1,12 +1,9 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
 # !/usr/bin/env python
 import os
-import shutil
 from setuptools import find_packages, setup
 from typing import List
 
-from packaging import version
-
 
 def readme():
     with open('README.md', encoding='utf-8') as f:
@@ -118,25 +115,8 @@ def parse_requirements(fname='requirements.txt', with_version=True):
     return gen_packages_items()
 
 
-def add_modelscope_requirement(install_requires: List[str]) -> None:
-    # The future version will remove.
-    try:
-        import modelscope
-        modelscope_version = modelscope.__version__
-    except ImportError:
-        modelscope_version = '1.18'
-
-    if version.parse(modelscope_version) >= version.parse('1.19'):
-        install_requires.append('datasets>=3.0')
-        install_requires.append('modelscope[datasets]>=1.19')
-    else:
-        install_requires.append('datasets<3.0')
-        install_requires.append('modelscope[datasets]>=1.17,<1.19')
-
-
 if __name__ == '__main__':
     install_requires, deps_link = parse_requirements('requirements.txt')
-    add_modelscope_requirement(install_requires)
     extra_requires = {}
     all_requires = []
     extra_requires['llm'], _ = parse_requirements('requirements/llm.txt')